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AI Engineering • Advanced
Building Production AI Agents & RAG Pipelines
Construct autonomous agents, vector embeddings, context memory, and n8n automations.
4 WeeksInstructor: Abhinav Dash
Course Overview
Go beyond API wrappers. Learn how to build production-grade Retrieval-Augmented Generation (RAG) systems, multi-agent orchestrations, and context-bound AI tools.
What You Will Learn
Build custom RAG pipelines with vector databases and local embeddings.
Construct multi-agent task loops with tool binding and fallback safeguards.
Orchestrate enterprise workflows using n8n and Python FastAPI.
Curriculum & Modules
Module 1: LLM Orchestration & Context
Prompt Engineering Patterns
Context Windows & Token Costs
LangChain & LlamaIndex
Module 2: Vector Search & RAG
Embeddings Math
Vector Indexing
Hybrid Keyword + Vector Search
Module 3: Agentic Workflows & n8n
Tool Calling Mechanics
n8n Self-Hosting & Webhooks
Human-in-the-Loop Verification
TUITION / ENROLLMENT
$199 / ₹6999
Includes full access to self-paced materials, cohort Discord channel, and Axelith completion certificate.